Citation: | ZONG Si-guang, DUAN Zi-ke, ZHANG Xin, YU Yang, WANG Bai-xiong. Detection method of weak ship wake signals based on the synchronous accumulation method[J]. Chinese Optics, 2024, 17(6): 1272-1280. doi: 10.37188/CO.2024-0014 |
In order to adapt to the complex dynamic changing wake bubble field environment, improve the detection signal-to-noise ratio and detection rate of the weak ship wake signals, and expand the detection range, a method of detecting weak ship wake signals based on the synchronous accumulation method is proposed. By taking advantage of the repeatability of periodic signals and the randomness of noise, cumulative normalization is performed on successive periodic signals, effectively improving the detection signal-to-noise ratio and reducing the interference of random noise on detection performance. In order to evaluate the detection performance of the algorithm under multi-parameter coupling, a multi-time scale detection capability evaluation model for weak ship wake signals is established. By conducting many simulated ship wake detection experiments in large indoor pools and typical outdoor lakes, it is verified that the algorithm is suitable for the detection of various bubbles from smaller ones in sparse and discrete tiny far-field wakes to larger near-field ones under high turbulence disturbance, thus realizing full-time ship wake tracking and detection. This can effectively improve underwater weapon strike capability. It can support ship wake laser detection and identification engineering practice.
[1] |
韩彪, 刘继芳, 刘昆仑, 等. 舰船尾流气泡后向光学检测方法研究[J]. 光学学报,2012,32(1):9-13. doi: 10.3788/AOS201232.0101001
HAN B, LIU J F, LIU K L, et al. Study of backward optical detection method for ship wake bubbles[J]. Acta Optica Sinica, 2012, 32(1): 9-13. (in Chinese). doi: 10.3788/AOS201232.0101001
|
[2] |
彭晓雷, 马傲玲, 刘翼民. 舰船尾流后向光学检测方法研究[J]. 舰船科学技术,2016,38(22):133-135.
PENG X L, MA A L, LIU Y M. The study on backward optical detection method for ship wake bubbles[J]. Ship Science and Technology, 2016, 38(22): 133-135. (in Chinese).
|
[3] |
宗思光, 张鑫, 曹静, 等. 舰船尾流激光探测跟踪方法与试验[J]. 红外与激光工程,2023,52(3):205-216.
ZONG S G, ZHANG X, CAO J, et al. Method and experiment of laser detection and tracking of ship wake[J]. Infrared and Laser Engineering, 2023, 52(3): 205-216. (in Chinese).
|
[4] |
王赟, 刘继芳, 鲁振中, 等. 尾流气泡群的激光多普勒检测方法[J]. 中国激光,2014,41(8):0813002. doi: 10.3788/CJL201441.0813002
WANG Y, LIU J F, LU ZH ZH, et al. Laser Doppler method for the detection of wake bubbles[J]. Chinese Journal of Lasers, 2014, 41(8): 0813002. (in Chinese). doi: 10.3788/CJL201441.0813002
|
[5] |
张晓晖, 雷选华, 饶炯辉, 等. 舰船尾流激光制导方法的研究[J]. 激光技术,2005,29(5):494-496,500.
ZHANG X H, LEI X H, RAO J H, et al. Study of homing means for laser-wake-homing torpedoes[J]. Laser Technology, 2005, 29(5): 494-496,500. (in Chinese).
|
[6] |
张群, 王英民. 尾流中多气泡模型及有限元分析[J]. 鱼雷技术,2014,22(4):316-320.
ZHANG Q, WANG Y M. Multi-bubble models in ship wake and finite element analysis[J]. Torpedo Technology, 2014, 22(4): 316-320. (in Chinese).
|
[7] |
顾建农, 张志宏, 王冲, 等. 舰船尾流气泡数密度分布的实验模拟[J]. 华中科技大学学报(自然科学版),2012,40(10):78-81.
GU J N, ZHANG ZH H, WANG CH, et al. Simulating density distribution of bubble number in a ship’s far field wakes[J]. Journal of Huazhong University of Science & Technology (Natural Science Edition), 2012, 40(10): 78-81. (in Chinese).
|
[8] |
高江, 张静远, 杨力. 舰船气泡尾流特性研究现状[J]. 舰船科学技术,2008,30(4):27-32. doi: 10.3404/j.issn.1672-7649.2008.04.003
GAO J, ZHANG J Y, YANG L. The present situation of research on shipwake characteristic[J]. Ship Science and Technology, 2008, 30(4): 27-32. (in Chinese). doi: 10.3404/j.issn.1672-7649.2008.04.003
|
[9] |
高可心, 金良安, 苑志江, 等. 舰船气泡尾流场气泡数密度衰减模型研究[J]. 中国测试,2019,45(8):61-66. doi: 10.11857/j.issn.1674-5124.2019010085
GAO K X, JIN L A, YUAN ZH J, et al. Research on bubble number density attenuation model of ship’s bubble wake field[J]. China Measurement & Test, 2019, 45(8): 61-66. (in Chinese). doi: 10.11857/j.issn.1674-5124.2019010085
|
[10] |
CHEN Y ZH, XIA M, LI W, et al. Comparison of point spread models for underwater image restoration[J]. Optik, 2012, 123(9): 753-757. doi: 10.1016/j.ijleo.2011.06.010
|
[11] |
HE H L, XIA M, LI W, et al. Light scattering by a spheroid bubble with ray tracing method[J]. Optik, 2013, 124(10): 871-875. doi: 10.1016/j.ijleo.2012.02.012
|
[12] |
宗思光, 张鑫, 杨劭鹏, 等. 舰船尾流气泡目标激光后向散射特性研究[J]. 中国光学(中英文),2023,16(6):1333-1342.
ZONG S G, ZHANG X, YANG SH P, et al. Laser backscattering characteristics of ship wake bubble target[J]. Chinese Optics, 2023, 16(6): 1333-1342. (in Chinese).
|
[13] |
刘罡, 李永胜, 刘礼文, 等. 基于时频分析和迁移学习的舰船尾流检测方法[J]. 水下无人系统学报,2022,30(4):465-473. doi: 10.11993/j.issn.2096-3920.202108013
LIU G, LI Y SH, LIU L W, et al. Method of ship wake detection based on time-frequency analysis and transfer learning[J]. Journal of Unmanned Undersea Systems, 2022, 30(4): 465-473. (in Chinese). doi: 10.11993/j.issn.2096-3920.202108013
|
[14] |
顾建农, 张志宏, 张晓晖. 舰船远场尾流气泡分布特性的数值模拟[J]. 光子学报,2007,36(8):1504-1509.
GU J N, ZHANG ZH H, ZHANG X H. Numerical simulation of bubble distribution characters in ship’s far field wakes[J]. Acta Photonica Sinica, 2007, 36(8): 1504-1509. (in Chinese).
|